How to add hybrid search to a Postgres app with Pinecone in 2026
Add hybrid search to a Postgres app with Pinecone: full-text and vector search in one index, Postgres as the source of truth. Built around a snack shop example.
Pinecone11 min read
Pinecone
30 stories
Pinecone BYOC: Trusted AI Knowledge in the Customer Cloud
Pinecone Bring Your Own Cloud is generally available. The data plane runs in your cloud account, and Pinecone manages it without inbound access.
Pinecone4 min read
VQ-bench: a Composable Vector Quantization Framework
Most published quantizers are built from the same small set of primitives. VQ-bench is an open-source library of those primitives, plus a reproducible benchmark of 14 quantizers across VIBE datasets.
Pinecone7 min read
VQ-bench: A Composable Vector Quantization Framework
Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.
Pinecone1 min read
Best Knowledge Engine Platforms in 2026
How Pinecone Nexus, Databricks Genie, Snowflake Cortex, Microsoft IQ, Palantir Foundry, and Glean compare as knowledge platforms for AI agents.
Pinecone8 min read
Full-Text Search is Now Generally Available In Pinecone Database
Pinecone Full-Text Search is generally available: BM25 keyword ranking and Lucene query syntax in the same index and schema as your dense vectors.
Pinecone6 min read
Introducing the Pinecone Documents API
Pinecone's new Documents API models text, dense, and sparse fields in one schema. See what's new, what's changing, and how to migrate with the Python SDK.
Pinecone6 min read
With Pinecone Nexus, our support agent now solves most tickets without a human
Pinecone's support agent went from resolving 24.6% of tickets to 55.1% after compiling account knowledge into Nexus artifacts. Metrics and method inside.
Pinecone8 min read
One Year In, and Just Getting Started
Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.
Pinecone4 min read
Designing Agent-Friendly APIs
Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.
Pinecone13 min read
Nexus GA: It's the Knowledge, Not the Models
Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.
Pinecone10 min read
The Ceiling Was Never the Model
Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.
Pinecone7 min read
General Availability of Pinecone Nexus Proves Knowledge Drives Real Outcomes for Agentic AI
Pinecone Nexus makes agents more accurate, faster, lower cost, and trusted, outperforming agents that use frontier models alone on Sierra’s agentic work benchmark
Pinecone4 min read
Behind the Benchmarking Pipeline
Pinecone is the trusted AI knowledge company. Its AI knowledge platform—Database, Nexus, and Marketplace—powers accurate, fast, cost-effective AI for 10,000+ customers and 1M developers worldwide.
Pinecone5 min read
Text match filters for agents
Semantic search returns results close in meaning, not results that answer what you meant. See how Pinecone's text match filters fix unstated query context, no pre-labeling required.
Pinecone4 min read
Sparse V3: how Pinecone's sparse index learned to skip
Pinecone's sparse index V3 groups posting data by term instead of document range, cutting disk I/O up to 1,428x and latency up to 119x, with no loss in recall.
Pinecone9 min read
Pinecone Nexus Is Now in Public Preview
Pinecone Nexus, the knowledge engine for AI agents, is now in Public Preview. Compile enterprise knowledge once; query it from any agent.
Pinecone10 min read
Generating Test Data for Pinecone
A repeatable workflow for building large, realistic vector test datasets: CC News to Parquet to local embeddings to Pinecone bulk import.
Pinecone10 min read
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